{"id":"W3119618866","doi":"10.1016/j.clml.2021.01.009","title":"Symptomatic BK Virus Disease in Patients With Heavily Pretreated Multiple Myeloma","year":2021,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"BK virus; Polyomavirus Infections; Subclinical infection; Virus; Nephropathy; Viremia; Virology; Hemorrhagic cystitis; Immunosuppression; JC virus; Immunology; Disease; Merkel cell polyomavirus; Medicine; Urothelium; Biology; Pathology; Internal medicine; Urinary system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002447023,0.0005470536,0.001121759,0.0001888433,0.0001545523,0.00006712769,0.0002460274,0.000456277,0.0002915293],"category_scores_gemma":[0.001833531,0.000421876,0.0004647521,0.0008873033,0.0004041608,0.0002173826,0.0001783246,0.0003990739,0.0004260689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008413446,"about_ca_system_score_gemma":0.00272437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001553878,"about_ca_topic_score_gemma":0.00006533055,"domain_scores_codex":[0.9955499,0.0003354366,0.001430616,0.001086523,0.0007614195,0.0008361154],"domain_scores_gemma":[0.9959962,0.0006792254,0.0003073247,0.001185422,0.0003312596,0.001500519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00441871,0.00255688,0.8980331,0.0001676127,0.0003066873,0.002666177,0.0000471024,0.00003198213,0.00008902539,0.00003941102,0.0007598792,0.0908834],"study_design_scores_gemma":[0.01925411,0.0006402301,0.9742882,0.001181165,0.0005705291,0.00002782044,0.00002637714,0.001864857,0.000426382,0.00008482973,0.00110272,0.0005328362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954753,0.001465411,0.00001154529,0.0002672688,0.0003739313,0.0008201086,0.0001566874,0.0002804644,0.001149299],"genre_scores_gemma":[0.9960395,0.0001860251,0.0003551376,0.00148823,0.000210095,0.00007592697,0.0005921884,0.0001142807,0.0009386904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09035056,"threshold_uncertainty_score":0.9998233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416383392981419,"score_gpt":0.2782861005232468,"score_spread":0.2641222665934326,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}